A Novel Oppositional Chaotic Flower Pollination Optimization Algorithm for Automatic Tuning of Hadoop Configuration Parameters [0.03%]
一种新颖的反对称 chaotic flower pollination优化算法用于自动调整Hadoop配置参数
Vidhyasagar Bellamkonda Sathyanarayanan,Raja Paul Perinbam Jeevarathinam,Krishnamurthy Marudhamuthu
Vidhyasagar Bellamkonda Sathyanarayanan
At present, due to the introduction of the big data era, numerous numbers of data are generated consistently. Many applications utilize big data platforms, namely Spark, Hadoop, Amazon web services, and so on, since these platforms use seve...
Moth-Flame Optimization-Bat Optimization: Map-Reduce Framework for Big Data Clustering Using the Moth-Flame Bat Optimization and Sparse Fuzzy C-Means [0.03%]
基于蛾萤火虫优化和稀疏模糊C均值的大数据聚类的映射减少框架研究
Vasavi Ravuri,S Vasundra
Vasavi Ravuri
The technical advancements in big data have become popular and most desirable among users for storing, processing, and handling huge data sets. However, clustering using these big data sets has become a major challenge in big data analysis....
Configuring Parallelism for Hybrid Layouts Using Multi-Objective Optimization [0.03%]
基于多目标优化的混合布局流水线并行度配置方法
Rana Faisal Munir,Alberto Abelló,Oscar Romero et al.
Rana Faisal Munir et al.
Modern organizations typically store their data in a raw format in data lakes. These data are then processed and usually stored under hybrid layouts, because they allow projection and selection operations. Thus, they allow (when required) t...
Community Detection in Social Networks Using Affinity Propagation with Adaptive Similarity Matrix [0.03%]
基于自适应相似性矩阵亲和力传播的社交网络社团发现方法
Sona Taheri,Asgarali Bouyer
Sona Taheri
Community detection problem is a projection of data clustering where the network's topological properties are only considered for measuring similarities among nodes. Also, finding communities' kernel nodes and expanding a community from ker...
Call for Special Issue Papers: Soft Computing Models for Big Data and Internet of Things [0.03%]
软计算在大数据和物联网中的应用专题论文征稿启事
Naveen Chilamkurti,Anand Paul,Akshi Kumar
Naveen Chilamkurti
Call for Special Issue Papers: Multimedia Big Data Analytics for Engineering Education [0.03%]
工程教育中的多媒体大数据分析(特刊征文)
Priyan Malarvizhi Kumar,Hari Mohan Pandey,Gautam Srivastava
Priyan Malarvizhi Kumar
The Evolution of Publication Hotspots in Electronic Health Records from 1957 to 2016 and Differences Among Six Countries [0.03%]
1957至2016年电子健康记录出版热点的演变及其在六个国家间的差异性分析
Yanjun Wang,Ye Zhao,Weijia Dang et al.
Yanjun Wang et al.
This study aims to reveal the evolution of publication hotspots in the field of electronic health records (EHRs) and differences among countries. We applied keyword frequency analysis, keyword co-occurrence analysis, principal component ana...
Comparative Study
Big data. 2020 Apr;8(2):89-106. DOI:10.1089/big.2019.0024 2020
CDNB: CAVIAR-Dragonfly Optimization with Naive Bayes for the Sentiment and Affect Analysis in Social Media [0.03%]
基于朴素贝叶斯的CAVIAR-Dragonfly优化算法在社交媒体情感与情绪分析中的应用
Harshali P Patil,Mohammad Atique
Harshali P Patil
With the advent of the new information technologies, the growth of online reviews regarding an organization or a company or any other sector has been playing a vital role in improving the sector plans and decisions. The vast significance of...
SecDedoop: Secure Deduplication with Access Control of Big Data in the HDFS/Hadoop Environment [0.03%]
具有访问控制的大数据安全重复删除技术在HDFS/Hadoop环境中的应用
P Ramya,C Sundar
P Ramya
With the rapid growth of storage providers, data deduplication is an essential storage optimization technique that greatly minimizes data storage costs by storing a unique copy of duplicate data. Nowadays, deduplication introduces various n...